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flacco (version 1.3)

Feature-Based Landscape Analysis of Continuous and Constraint Optimization Problems

Description

Contains tools and features, which can be used for an exploratory landscape analysis of continuous optimization problems. Those are able to quantify rather complex properties, such as the global structure, separability, etc., of continuous optimization problems.

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Version

Install

install.packages('flacco')

Monthly Downloads

251

Version

1.3

License

BSD_2_clause + file LICENSE

Issues

2

Pull Requests

1

Stars

63

Forks

8

Maintainer

Pascal Kerschke

Last Published

April 18th, 2016

Functions in flacco (1.3)

createInitialSample

Create Initial Sample
plotInformationContent

Plot Information Content
plotBarrierTree2D

Plot Barrier Tree in 2D
findLinearNeighbours

Find Neighbouring Cells
plotBarrierTree3D

Plot Barrier Tree in 3D
plotCellMapping

Plot Cell Mapping
measureTime

Measure Runtime of a Feature Computation
findNearestPrototype

Find Nearest Prototype
FeatureObject

Create a Feature Object
listAvailableFeatureSets

List Available Feature Sets
featureList

Feature List
convertInitDesignToGrid

Converts an Initial Design into a Cell Mapping Grid
computeGridCenters

Compute the Cell Centers of a Cell Mapping Grid
calculateFeatureSet

Calculate Landscape Features
plotFeatureImportance

Feature Importance Plot